Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 552174 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 46.3 MiB |
| Average record size in memory | 88.0 B |
Variable types
| Numeric | 11 |
|---|
fact_latitude is highly overall correlated with gfs_a_vorticity | High correlation |
gfs_a_vorticity is highly overall correlated with fact_latitude | High correlation |
gfs_clouds_sea is highly skewed (γ1 = 63.01067827) | Skewed |
df_index has unique values | Unique |
cmc_precipitations has 304817 (55.2%) zeros | Zeros |
gfs_cloudness has 93193 (16.9%) zeros | Zeros |
gfs_clouds_sea has 459498 (83.2%) zeros | Zeros |
Reproduction
| Analysis started | 2023-05-04 13:52:14.843351 |
|---|---|
| Analysis finished | 2023-05-04 13:53:17.217873 |
| Duration | 1 minute and 2.37 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
df_index
Real number (ℝ)
| Distinct | 552174 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2282225.6 |
| Minimum | 1993574 |
|---|---|
| Maximum | 2571812 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 1993574 |
|---|---|
| 5-th percentile | 2022152.6 |
| Q1 | 2137952.2 |
| median | 2282281.5 |
| Q3 | 2426826.8 |
| 95-th percentile | 2542724.4 |
| Maximum | 2571812 |
| Range | 578238 |
| Interquartile range (IQR) | 288874.5 |
Descriptive statistics
| Standard deviation | 166937.39 |
|---|---|
| Coefficient of variation (CV) | 0.073146752 |
| Kurtosis | -1.1996521 |
| Mean | 2282225.6 |
| Median Absolute Deviation (MAD) | 144438.5 |
| Skewness | 0.0012994479 |
| Sum | 1.2601857 × 1012 |
| Variance | 2.7868093 × 1010 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1993574 | 1 | < 0.1% |
| 2378194 | 1 | < 0.1% |
| 2378211 | 1 | < 0.1% |
| 2378209 | 1 | < 0.1% |
| 2378208 | 1 | < 0.1% |
| 2378207 | 1 | < 0.1% |
| 2378206 | 1 | < 0.1% |
| 2378205 | 1 | < 0.1% |
| 2378204 | 1 | < 0.1% |
| 2378203 | 1 | < 0.1% |
| Other values (552164) | 552164 |
| Value | Count | Frequency (%) |
| 1993574 | 1 | |
| 1993575 | 1 | |
| 1993576 | 1 | |
| 1993577 | 1 | |
| 1993578 | 1 | |
| 1993579 | 1 | |
| 1993580 | 1 | |
| 1993581 | 1 | |
| 1993582 | 1 | |
| 1993583 | 1 |
| Value | Count | Frequency (%) |
| 2571812 | 1 | |
| 2571811 | 1 | |
| 2571810 | 1 | |
| 2571809 | 1 | |
| 2571808 | 1 | |
| 2571806 | 1 | |
| 2571805 | 1 | |
| 2571804 | 1 | |
| 2571803 | 1 | |
| 2571802 | 1 |
fact_time
Real number (ℝ)
| Distinct | 66528 |
|---|---|
| Distinct (%) | 12.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5436077 × 109 |
| Minimum | 1.53576 × 109 |
|---|---|
| Maximum | 1.5513947 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 1.53576 × 109 |
|---|---|
| 5-th percentile | 1.5365322 × 109 |
| Q1 | 1.5395616 × 109 |
| median | 1.5438276 × 109 |
| Q3 | 1.5476421 × 109 |
| 95-th percentile | 1.5506418 × 109 |
| Maximum | 1.5513947 × 109 |
| Range | 15634680 |
| Interquartile range (IQR) | 8080500 |
Descriptive statistics
| Standard deviation | 4586701.6 |
|---|---|
| Coefficient of variation (CV) | 0.0029714167 |
| Kurtosis | -1.2548048 |
| Mean | 1.5436077 × 109 |
| Median Absolute Deviation (MAD) | 4035600 |
| Skewness | -0.01290111 |
| Sum | 8.5234002 × 1014 |
| Variance | 2.1037831 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1546354800 | 285 | 0.1% |
| 1546322400 | 234 | < 0.1% |
| 1549454400 | 230 | < 0.1% |
| 1537272000 | 226 | < 0.1% |
| 1550923200 | 221 | < 0.1% |
| 1536840000 | 220 | < 0.1% |
| 1539000000 | 220 | < 0.1% |
| 1546236000 | 219 | < 0.1% |
| 1537876800 | 210 | < 0.1% |
| 1546376400 | 210 | < 0.1% |
| Other values (66518) | 549899 |
| Value | Count | Frequency (%) |
| 1535760000 | 141 | |
| 1535760120 | 1 | < 0.1% |
| 1535760180 | 1 | < 0.1% |
| 1535760540 | 1 | < 0.1% |
| 1535760900 | 6 | < 0.1% |
| 1535761140 | 1 | < 0.1% |
| 1535761200 | 4 | < 0.1% |
| 1535761800 | 8 | < 0.1% |
| 1535762100 | 3 | < 0.1% |
| 1535762280 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1551394680 | 1 | < 0.1% |
| 1551394560 | 1 | < 0.1% |
| 1551394380 | 4 | |
| 1551394260 | 1 | < 0.1% |
| 1551394200 | 5 | |
| 1551394020 | 1 | < 0.1% |
| 1551393660 | 1 | < 0.1% |
| 1551393600 | 2 | < 0.1% |
| 1551393300 | 8 | |
| 1551393120 | 1 | < 0.1% |
fact_latitude
Real number (ℝ)
| Distinct | 6137 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.667039 |
| Minimum | -53.8 |
|---|---|
| Maximum | 69.604167 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 130582 |
| Negative (%) | 23.6% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | -53.8 |
|---|---|
| 5-th percentile | -22.0184 |
| Q1 | 1.35019 |
| median | 14.7944 |
| Q3 | 34.176139 |
| 95-th percentile | 47.493099 |
| Maximum | 69.604167 |
| Range | 123.40417 |
| Interquartile range (IQR) | 32.825949 |
Descriptive statistics
| Standard deviation | 21.181508 |
|---|---|
| Coefficient of variation (CV) | 1.351979 |
| Kurtosis | -0.58041734 |
| Mean | 15.667039 |
| Median Absolute Deviation (MAD) | 17.284018 |
| Skewness | -0.21950555 |
| Sum | 8650931.7 |
| Variance | 448.65626 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -12.4147 | 1107 | 0.2% |
| 19.088699 | 1080 | 0.2% |
| 22.950399 | 1057 | 0.2% |
| -2.424722 | 1038 | 0.2% |
| 12.6799 | 1038 | 0.2% |
| 16.907301 | 1035 | 0.2% |
| 2.841389 | 1028 | 0.2% |
| 8.48212 | 1026 | 0.2% |
| -16.885799 | 1023 | 0.2% |
| 19.969801 | 1015 | 0.2% |
| Other values (6127) | 541727 |
| Value | Count | Frequency (%) |
| -53.8 | 13 | < 0.1% |
| -53.7777 | 126 | |
| -53.2537 | 12 | < 0.1% |
| -51.8228 | 26 | < 0.1% |
| -51.82 | 25 | < 0.1% |
| -51.685699 | 2 | < 0.1% |
| -51.671501 | 49 | < 0.1% |
| -51.616667 | 19 | < 0.1% |
| -51.6089 | 98 | |
| -50.2803 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 69.604167 | 15 | < 0.1% |
| 69.6 | 45 | < 0.1% |
| 69.433296 | 72 | |
| 66.600098 | 50 | |
| 66.571503 | 84 | |
| 66.249603 | 55 | |
| 65.697899 | 36 | < 0.1% |
| 65.240402 | 36 | < 0.1% |
| 64.727203 | 76 | |
| 63.985001 | 123 |
fact_longitude
Real number (ℝ)
| Distinct | 8577 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.8239112 |
| Minimum | -166.339 |
|---|---|
| Maximum | 174.80499 |
| Zeros | 126 |
| Zeros (%) | < 0.1% |
| Negative | 266700 |
| Negative (%) | 48.3% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | -166.339 |
|---|---|
| 5-th percentile | -105.867 |
| Q1 | -76.373199 |
| median | 2.73881 |
| Q3 | 91.813301 |
| 95-th percentile | 124.56667 |
| Maximum | 174.80499 |
| Range | 341.144 |
| Interquartile range (IQR) | 168.1865 |
Descriptive statistics
| Standard deviation | 81.877453 |
|---|---|
| Coefficient of variation (CV) | 21.411965 |
| Kurtosis | -1.3899749 |
| Mean | 3.8239112 |
| Median Absolute Deviation (MAD) | 79.605807 |
| Skewness | 0.13059339 |
| Sum | 2111464.3 |
| Variance | 6703.9173 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 130.876999 | 1107 | 0.2% |
| 72.867897 | 1080 | 0.2% |
| 120.206001 | 1057 | 0.2% |
| -54.785831 | 1038 | 0.2% |
| 101.004997 | 1038 | 0.2% |
| -60.692223 | 1028 | 0.2% |
| 76.920097 | 1026 | 0.2% |
| -75.835403 | 1015 | 0.2% |
| -38.322498 | 993 | 0.2% |
| 100.747002 | 984 | 0.2% |
| Other values (8567) | 541808 |
| Value | Count | Frequency (%) |
| -166.339005 | 36 | < 0.1% |
| -166.089005 | 55 | |
| -165.607567 | 128 | |
| -163.682007 | 91 | |
| -163.302002 | 51 | < 0.1% |
| -162.026001 | 42 | < 0.1% |
| -161.319458 | 45 | < 0.1% |
| -160.190994 | 10 | < 0.1% |
| -159.985992 | 50 | < 0.1% |
| -157.572006 | 34 | < 0.1% |
| Value | Count | Frequency (%) |
| 174.804993 | 118 | |
| 174.804993 | 5 | < 0.1% |
| 172.531998 | 102 | |
| 153.129167 | 6 | < 0.1% |
| 153.117004 | 122 | |
| 153.11 | 68 | |
| 153.090278 | 8 | < 0.1% |
| 153.089167 | 2 | < 0.1% |
| 153.067001 | 121 | |
| 153.029999 | 26 | < 0.1% |
topography_bathymetry
Real number (ℝ)
| Distinct | 1511 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 253.66866 |
| Minimum | -2126 |
|---|---|
| Maximum | 4659 |
| Zeros | 4260 |
| Zeros (%) | 0.8% |
| Negative | 33700 |
| Negative (%) | 6.1% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | -2126 |
|---|---|
| 5-th percentile | -3 |
| Q1 | 13 |
| median | 68 |
| Q3 | 296 |
| 95-th percentile | 1186 |
| Maximum | 4659 |
| Range | 6785 |
| Interquartile range (IQR) | 283 |
Descriptive statistics
| Standard deviation | 443.52091 |
|---|---|
| Coefficient of variation (CV) | 1.7484261 |
| Kurtosis | 8.5979316 |
| Mean | 253.66866 |
| Median Absolute Deviation (MAD) | 64 |
| Skewness | 2.4169882 |
| Sum | 1.4006924 × 108 |
| Variance | 196710.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 12365 | 2.2% |
| 4 | 10848 | 2.0% |
| 5 | 10817 | 2.0% |
| 13 | 10484 | 1.9% |
| 10 | 10318 | 1.9% |
| 8 | 9521 | 1.7% |
| 7 | 9295 | 1.7% |
| 9 | 9158 | 1.7% |
| 17 | 7675 | 1.4% |
| 18 | 7161 | 1.3% |
| Other values (1501) | 454532 |
| Value | Count | Frequency (%) |
| -2126 | 37 | < 0.1% |
| -1933 | 9 | < 0.1% |
| -1930 | 72 | < 0.1% |
| -1753 | 24 | < 0.1% |
| -1549 | 250 | |
| -1489 | 78 | < 0.1% |
| -1425 | 54 | < 0.1% |
| -1055 | 73 | < 0.1% |
| -1016 | 52 | < 0.1% |
| -970 | 86 | < 0.1% |
| Value | Count | Frequency (%) |
| 4659 | 15 | < 0.1% |
| 4111 | 11 | < 0.1% |
| 4048 | 84 | |
| 3965 | 37 | |
| 3832 | 41 | |
| 3717 | 39 | |
| 3655 | 13 | < 0.1% |
| 3579 | 49 | |
| 3446 | 28 | < 0.1% |
| 3436 | 3 | < 0.1% |
sun_elevation
Real number (ℝ)
| Distinct | 515510 |
|---|---|
| Distinct (%) | 93.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7354199 |
| Minimum | -89.931034 |
|---|---|
| Maximum | 89.752937 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 252988 |
| Negative (%) | 45.8% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | -89.931034 |
|---|---|
| 5-th percentile | -68.536215 |
| Q1 | -33.473796 |
| median | 5.9104228 |
| Q3 | 35.35573 |
| 95-th percentile | 65.860191 |
| Maximum | 89.752937 |
| Range | 179.68397 |
| Interquartile range (IQR) | 68.829527 |
Descriptive statistics
| Standard deviation | 42.218577 |
|---|---|
| Coefficient of variation (CV) | 24.327586 |
| Kurtosis | -0.99794841 |
| Mean | 1.7354199 |
| Median Absolute Deviation (MAD) | 33.802301 |
| Skewness | -0.14993204 |
| Sum | 958253.74 |
| Variance | 1782.4083 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -24.58489175 | 6 | < 0.1% |
| 43.03386155 | 5 | < 0.1% |
| -14.37241944 | 5 | < 0.1% |
| 69.89324332 | 5 | < 0.1% |
| -5.423531709 | 5 | < 0.1% |
| 21.27891593 | 4 | < 0.1% |
| 55.76084945 | 4 | < 0.1% |
| 31.8274272 | 4 | < 0.1% |
| 60.28850156 | 4 | < 0.1% |
| 11.83557023 | 4 | < 0.1% |
| Other values (515500) | 552128 |
| Value | Count | Frequency (%) |
| -89.93103362 | 1 | |
| -89.84408446 | 1 | |
| -89.80431511 | 1 | |
| -89.78064168 | 1 | |
| -89.72209825 | 1 | |
| -89.68493111 | 1 | |
| -89.63013349 | 1 | |
| -89.5875716 | 1 | |
| -89.58346809 | 1 | |
| -89.55879368 | 1 |
| Value | Count | Frequency (%) |
| 89.75293669 | 1 | |
| 89.7121502 | 2 | |
| 89.70293561 | 2 | |
| 89.66369858 | 1 | |
| 89.56848526 | 2 | |
| 89.53481762 | 1 | |
| 89.52475207 | 1 | |
| 89.4995362 | 1 | |
| 89.4972407 | 1 | |
| 89.49242245 | 1 |
cmc_precipitations
Real number (ℝ)
| Distinct | 126332 |
|---|---|
| Distinct (%) | 22.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.16751069 |
| Minimum | -3.3333333 × 10-5 |
|---|---|
| Maximum | 26.447317 |
| Zeros | 304817 |
| Zeros (%) | 55.2% |
| Negative | 7327 |
| Negative (%) | 1.3% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | -3.3333333 × 10-5 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.02235 |
| 95-th percentile | 1.037995 |
| Maximum | 26.447317 |
| Range | 26.44735 |
| Interquartile range (IQR) | 0.02235 |
Descriptive statistics
| Standard deviation | 0.59954601 |
|---|---|
| Coefficient of variation (CV) | 3.5791509 |
| Kurtosis | 101.95089 |
| Mean | 0.16751069 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.719795 |
| Sum | 92495.045 |
| Variance | 0.35945542 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 304817 | |
| 8.333333333 × 10-6 | 1251 | 0.2% |
| -8.333333333 × 10-6 | 1128 | 0.2% |
| 1.666666667 × 10-5 | 1049 | 0.2% |
| 8.333333334 × 10-6 | 858 | 0.2% |
| 8.333333333 × 10-6 | 705 | 0.1% |
| 3.333333333 × 10-5 | 664 | 0.1% |
| -8.333333333 × 10-6 | 656 | 0.1% |
| 1.666666667 × 10-5 | 532 | 0.1% |
| -8.333333334 × 10-6 | 515 | 0.1% |
| Other values (126322) | 239999 |
| Value | Count | Frequency (%) |
| -3.333333333 × 10-5 | 1 | < 0.1% |
| -3.333333333 × 10-5 | 1 | < 0.1% |
| -3.333333333 × 10-5 | 1 | < 0.1% |
| -3.333333333 × 10-5 | 1 | < 0.1% |
| -3.333333333 × 10-5 | 1 | < 0.1% |
| -3.333333333 × 10-5 | 6 | < 0.1% |
| -3.333333333 × 10-5 | 11 | < 0.1% |
| -3.333333333 × 10-5 | 1 | < 0.1% |
| -1.666666667 × 10-5 | 101 | |
| -1.666666667 × 10-5 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.44731667 | 1 | |
| 20.94596667 | 1 | |
| 19.59825833 | 1 | |
| 18.75138333 | 1 | |
| 18.33026667 | 1 | |
| 18.07283333 | 1 | |
| 18.00921667 | 1 | |
| 17.74750833 | 1 | |
| 17.359375 | 1 | |
| 16.24133333 | 1 |
gfs_a_vorticity
Real number (ℝ)
| Distinct | 469242 |
|---|---|
| Distinct (%) | 85.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5650346 × 10-5 |
| Minimum | -0.00063446508 |
|---|---|
| Maximum | 0.0020388791 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 168341 |
| Negative (%) | 30.5% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | -0.00063446508 |
|---|---|
| 5-th percentile | -9.908194 × 10-5 |
| Q1 | -1.2583816 × 10-5 |
| median | 3.8585693 × 10-5 |
| Q3 | 8.3628664 × 10-5 |
| 95-th percentile | 0.0001653836 |
| Maximum | 0.0020388791 |
| Range | 0.0026733442 |
| Interquartile range (IQR) | 9.621248 × 10-5 |
Descriptive statistics
| Standard deviation | 8.6170191 × 10-5 |
|---|---|
| Coefficient of variation (CV) | 2.4170927 |
| Kurtosis | 4.1863261 |
| Mean | 3.5650346 × 10-5 |
| Median Absolute Deviation (MAD) | 4.7976257 × 10-5 |
| Skewness | -0.16128979 |
| Sum | 19.685194 |
| Variance | 7.4253018 × 10-9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.594192458 × 10-5 | 10 | < 0.1% |
| 1.218475336 × 10-5 | 10 | < 0.1% |
| 2.948852489 × 10-5 | 9 | < 0.1% |
| 5.325469829 × 10-5 | 9 | < 0.1% |
| 4.326904309 × 10-5 | 8 | < 0.1% |
| 5.035400363 × 10-7 | 8 | < 0.1% |
| 8.829650324 × 10-5 | 8 | < 0.1% |
| 7.083739911 × 10-5 | 8 | < 0.1% |
| 0.0001026385507 | 7 | < 0.1% |
| 6.639343337 × 10-5 | 7 | < 0.1% |
| Other values (469232) | 552090 |
| Value | Count | Frequency (%) |
| -0.0006344650756 | 1 | |
| -0.0006244699471 | 1 | |
| -0.0006177345058 | 1 | |
| -0.0006136846496 | 1 | |
| -0.0006096997531 | 1 | |
| -0.000607397873 | 1 | |
| -0.0005968618789 | 1 | |
| -0.0005945274024 | 1 | |
| -0.0005924057332 | 1 | |
| -0.000591892458 | 1 |
| Value | Count | Frequency (%) |
| 0.002038879087 | 1 | |
| 0.001182437525 | 1 | |
| 0.0008671264513 | 1 | |
| 0.0008607942145 | 1 | |
| 0.0008515818045 | 1 | |
| 0.0008282407653 | 1 | |
| 0.0008211351233 | 1 | |
| 0.0008144315216 | 1 | |
| 0.0007711995859 | 1 | |
| 0.0007514400641 | 1 |
gfs_cloudness
Real number (ℝ)
| Distinct | 302 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.75990888 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 93193 |
| Zeros (%) | 16.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.12 |
| median | 0.72 |
| Q3 | 1.04 |
| 95-th percentile | 2.03 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0.92 |
Descriptive statistics
| Standard deviation | 0.67901258 |
|---|---|
| Coefficient of variation (CV) | 0.89354473 |
| Kurtosis | 0.60093939 |
| Mean | 0.75990888 |
| Median Absolute Deviation (MAD) | 0.47 |
| Skewness | 0.91725319 |
| Sum | 419601.93 |
| Variance | 0.46105808 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 93193 | 16.9% |
| 1 | 38545 | 7.0% |
| 0.01 | 10194 | 1.8% |
| 1.01 | 9160 | 1.7% |
| 0.99 | 7039 | 1.3% |
| 0.02 | 6204 | 1.1% |
| 1.02 | 5440 | 1.0% |
| 0.98 | 5046 | 0.9% |
| 0.03 | 4744 | 0.9% |
| 0.97 | 4339 | 0.8% |
| Other values (292) | 368270 |
| Value | Count | Frequency (%) |
| 0 | 93193 | |
| 0.01 | 10194 | 1.8% |
| 0.02 | 6204 | 1.1% |
| 0.03 | 4744 | 0.9% |
| 0.04 | 3933 | 0.7% |
| 0.05 | 3460 | 0.6% |
| 0.06 | 3050 | 0.6% |
| 0.07 | 2985 | 0.5% |
| 0.08 | 2686 | 0.5% |
| 0.09 | 2574 | 0.5% |
| Value | Count | Frequency (%) |
| 3 | 1875 | |
| 2.99 | 537 | 0.1% |
| 2.98 | 407 | 0.1% |
| 2.97 | 314 | 0.1% |
| 2.96 | 288 | 0.1% |
| 2.95 | 267 | < 0.1% |
| 2.94 | 255 | < 0.1% |
| 2.93 | 264 | < 0.1% |
| 2.92 | 221 | < 0.1% |
| 2.91 | 221 | < 0.1% |
gfs_clouds_sea
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 511 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5858865 × 10-7 |
| Minimum | 0 |
|---|---|
| Maximum | 0.00031860001 |
| Zeros | 459498 |
| Zeros (%) | 83.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 × 10-7 |
| Maximum | 0.00031860001 |
| Range | 0.00031860001 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.968901 × 10-6 |
|---|---|
| Coefficient of variation (CV) | 12.415145 |
| Kurtosis | 6100.1709 |
| Mean | 1.5858865 × 10-7 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 63.010678 |
| Sum | 0.087568528 |
| Variance | 3.8765713 × 10-12 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 459498 | |
| 1.000000012 × 10-7 | 38146 | 6.9% |
| 2.000000023 × 10-7 | 13396 | 2.4% |
| 3.000000106 × 10-7 | 7451 | 1.3% |
| 4.000000047 × 10-7 | 5017 | 0.9% |
| 4.999999987 × 10-7 | 3725 | 0.7% |
| 6.000000212 × 10-7 | 3000 | 0.5% |
| 6.999999869 × 10-7 | 2406 | 0.4% |
| 8.000000093 × 10-7 | 2070 | 0.4% |
| 9.000000318 × 10-7 | 1739 | 0.3% |
| Other values (501) | 15726 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 459498 | |
| 9.999999939 × 10-9 | 21 | < 0.1% |
| 1.999999988 × 10-8 | 12 | < 0.1% |
| 2.999999893 × 10-8 | 3 | < 0.1% |
| 3.999999976 × 10-8 | 3 | < 0.1% |
| 7.999999951 × 10-8 | 2 | < 0.1% |
| 9.000000034 × 10-8 | 1 | < 0.1% |
| 1.000000012 × 10-7 | 38146 | 6.9% |
| 1.300000037 × 10-7 | 1 | < 0.1% |
| 1.485953993 × 10-7 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.0003186000104 | 1 | |
| 0.0002824999974 | 1 | |
| 0.000269000011 | 1 | |
| 0.0002562000009 | 1 | |
| 0.0002401000093 | 1 | |
| 0.0002128000051 | 1 | |
| 0.0002023999987 | 1 | |
| 0.0001993000042 | 1 | |
| 0.0001979000081 | 1 | |
| 0.0001935000037 | 1 |
gfs_humidity
Real number (ℝ)
| Distinct | 86421 |
|---|---|
| Distinct (%) | 15.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.827107 |
| Minimum | 2.6000001 |
|---|---|
| Maximum | 100.04517 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 2.6000001 |
|---|---|
| 5-th percentile | 26.617964 |
| Q1 | 55.565871 |
| median | 72.101707 |
| Q3 | 83.00423 |
| 95-th percentile | 95.400002 |
| Maximum | 100.04517 |
| Range | 97.445166 |
| Interquartile range (IQR) | 27.438359 |
Descriptive statistics
| Standard deviation | 20.669914 |
|---|---|
| Coefficient of variation (CV) | 0.30474414 |
| Kurtosis | 0.039988186 |
| Mean | 67.827107 |
| Median Absolute Deviation (MAD) | 13.101707 |
| Skewness | -0.77714492 |
| Sum | 37452365 |
| Variance | 427.24533 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 77.30000305 | 1213 | 0.2% |
| 77.5 | 1178 | 0.2% |
| 77.09999847 | 1170 | 0.2% |
| 78.59999847 | 1168 | 0.2% |
| 75.80000305 | 1164 | 0.2% |
| 78.5 | 1161 | 0.2% |
| 78.80000305 | 1161 | 0.2% |
| 75.09999847 | 1155 | 0.2% |
| 76.80000305 | 1154 | 0.2% |
| 79 | 1154 | 0.2% |
| Other values (86411) | 540496 |
| Value | Count | Frequency (%) |
| 2.600000143 | 2 | |
| 2.839907169 | 1 | < 0.1% |
| 2.904468298 | 1 | < 0.1% |
| 3 | 3 | |
| 3.083759069 | 1 | < 0.1% |
| 3.100000143 | 2 | |
| 3.105132341 | 1 | < 0.1% |
| 3.200000048 | 3 | |
| 3.299999952 | 3 | |
| 3.400000095 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100.045166 | 1 | |
| 100.0431213 | 1 | |
| 100.0419922 | 1 | |
| 100.0374374 | 1 | |
| 100.0337143 | 1 | |
| 100.0273895 | 1 | |
| 100.0266647 | 1 | |
| 100.0265274 | 1 | |
| 100.0241852 | 1 | |
| 100.0232086 | 1 |
| df_index | fact_time | fact_latitude | fact_longitude | topography_bathymetry | sun_elevation | cmc_precipitations | gfs_a_vorticity | gfs_cloudness | gfs_clouds_sea | gfs_humidity | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| df_index | 1.000 | 0.000 | -0.037 | 0.018 | -0.010 | 0.009 | 0.002 | -0.023 | 0.006 | 0.008 | 0.005 |
| fact_time | 0.000 | 1.000 | 0.004 | 0.000 | -0.000 | -0.042 | -0.016 | -0.003 | -0.032 | 0.002 | -0.002 |
| fact_latitude | -0.037 | 0.004 | 1.000 | -0.302 | 0.066 | -0.203 | -0.034 | 0.689 | -0.139 | -0.062 | -0.036 |
| fact_longitude | 0.018 | 0.000 | -0.302 | 1.000 | -0.245 | 0.033 | -0.014 | -0.214 | 0.057 | 0.112 | -0.011 |
| topography_bathymetry | -0.010 | -0.000 | 0.066 | -0.245 | 1.000 | 0.012 | -0.026 | 0.042 | -0.025 | -0.305 | -0.199 |
| sun_elevation | 0.009 | -0.042 | -0.203 | 0.033 | 0.012 | 1.000 | 0.024 | -0.146 | 0.020 | -0.143 | -0.286 |
| cmc_precipitations | 0.002 | -0.016 | -0.034 | -0.014 | -0.026 | 0.024 | 1.000 | -0.030 | 0.385 | 0.110 | 0.344 |
| gfs_a_vorticity | -0.023 | -0.003 | 0.689 | -0.214 | 0.042 | -0.146 | -0.030 | 1.000 | -0.096 | -0.038 | -0.028 |
| gfs_cloudness | 0.006 | -0.032 | -0.139 | 0.057 | -0.025 | 0.020 | 0.385 | -0.096 | 1.000 | 0.089 | 0.379 |
| gfs_clouds_sea | 0.008 | 0.002 | -0.062 | 0.112 | -0.305 | -0.143 | 0.110 | -0.038 | 0.089 | 1.000 | 0.225 |
| gfs_humidity | 0.005 | -0.002 | -0.036 | -0.011 | -0.199 | -0.286 | 0.344 | -0.028 | 0.379 | 0.225 | 1.000 |
| df_index | fact_time | fact_latitude | fact_longitude | topography_bathymetry | sun_elevation | cmc_precipitations | gfs_a_vorticity | gfs_cloudness | gfs_clouds_sea | gfs_humidity | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1993574 | 1.547967e+09 | 33.466499 | -82.039398 | 129.0 | -74.604821 | 0.521950 | 1.239536e-04 | 2.14 | 0.000000e+00 | 88.400002 |
| 1 | 1993575 | 1.550765e+09 | -3.552530 | -80.381401 | 26.0 | 68.688172 | 0.000008 | 2.977295e-07 | 1.01 | 0.000000e+00 | 64.599998 |
| 2 | 1993576 | 1.537093e+09 | 59.878899 | -1.295560 | 2.0 | 26.380551 | 0.621850 | 2.820175e-04 | 2.21 | 0.000000e+00 | 87.900002 |
| 3 | 1993577 | 1.548846e+09 | 39.048801 | -84.667801 | 263.0 | -29.799833 | 0.055375 | 1.010588e-04 | 0.06 | 0.000000e+00 | 36.686890 |
| 4 | 1993578 | 1.547161e+09 | 32.566700 | -117.116997 | 6.0 | 27.294687 | 0.000000 | 9.037872e-05 | 0.00 | 0.000000e+00 | 81.145103 |
| 5 | 1993579 | 1.547464e+09 | 27.913000 | -97.211502 | 5.0 | -28.665678 | 0.000000 | 6.861566e-05 | 0.00 | 1.000000e-07 | 71.103088 |
| 6 | 1993580 | 1.550617e+09 | 38.138599 | -78.452904 | 175.0 | 7.271232 | 0.000000 | 6.575049e-05 | 1.97 | 0.000000e+00 | 48.558178 |
| 7 | 1993581 | 1.541641e+09 | 20.937000 | -89.657700 | 12.0 | -20.121787 | 0.000000 | 2.428857e-05 | 0.49 | 0.000000e+00 | 62.799999 |
| 8 | 1993582 | 1.541720e+09 | 49.173302 | -0.450000 | 61.0 | -56.128376 | 0.000000 | 1.357539e-04 | 0.72 | 0.000000e+00 | 88.700005 |
| 9 | 1993583 | 1.548320e+09 | -17.416667 | -66.183333 | 2559.0 | -13.264100 | 0.003508 | -4.755200e-05 | 0.80 | 0.000000e+00 | 89.000000 |
| df_index | fact_time | fact_latitude | fact_longitude | topography_bathymetry | sun_elevation | cmc_precipitations | gfs_a_vorticity | gfs_cloudness | gfs_clouds_sea | gfs_humidity | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 552164 | 2571802 | 1.551172e+09 | 17.416667 | 104.783333 | 143.0 | 25.522129 | 1.962517 | 7.145239e-05 | 0.61 | 0.000000e+00 | 28.948187 |
| 552165 | 2571803 | 1.545156e+09 | 12.200000 | -68.966667 | -176.0 | 48.798114 | 0.000000 | 2.717175e-05 | 0.08 | 1.000000e-07 | 78.261528 |
| 552166 | 2571804 | 1.543309e+09 | -19.796400 | 34.907600 | 10.0 | 80.364439 | 0.000000 | -5.206177e-05 | 1.00 | 0.000000e+00 | 68.300003 |
| 552167 | 2571805 | 1.549170e+09 | 1.350190 | 103.994003 | 8.0 | 72.435876 | 0.000000 | 1.197510e-07 | 1.00 | 0.000000e+00 | 75.210350 |
| 552168 | 2571806 | 1.551123e+09 | 11.030000 | 77.043404 | 393.0 | -87.025862 | 0.000000 | -1.267114e-05 | 0.09 | 0.000000e+00 | 73.599998 |
| 552169 | 2571808 | 1.547370e+09 | 17.161111 | 99.861667 | 57.0 | 23.957253 | 0.000000 | 1.877362e-05 | 0.00 | 0.000000e+00 | 39.299999 |
| 552170 | 2571809 | 1.548893e+09 | 4.000000 | 9.733333 | 7.0 | -73.836607 | 0.001175 | 1.058710e-04 | 0.99 | 4.800000e-06 | 72.810577 |
| 552171 | 2571810 | 1.536496e+09 | 8.482120 | 76.920097 | 16.0 | 13.476526 | 0.000000 | 4.217621e-05 | 0.15 | 0.000000e+00 | 82.000000 |
| 552172 | 2571811 | 1.544098e+09 | -0.633333 | 127.500000 | 36.0 | -33.814418 | 0.000000 | 3.908789e-05 | 0.98 | 0.000000e+00 | 93.700005 |
| 552173 | 2571812 | 1.551161e+09 | 12.583333 | -81.716667 | -26.0 | -80.879172 | 1.275492 | 1.723767e-05 | 0.25 | 1.000000e-07 | 73.736374 |